bashtage/linearmodels

Additional linear models including instrumental variable and panel data models that are missing from statsmodels.

Language: Python - Size: 126 MB - Last synced: 5 days ago - Pushed: 5 days ago - Stars: 896 - Forks: 179

ts4nfdi/terminology-service-suite

The SemLookP Widgets project is a collection of interactive widgets designed to ease the integration of terminology service functions into third-party applications.

Language: JavaScript - Size: 32.2 MB - Last synced: 5 days ago - Pushed: 6 days ago - Stars: 10 - Forks: 2

pachadotdev/gravity Fork of jpburgard/gravity

R package that provides estimation methods for Gravity Models

Language: R - Size: 25.5 MB - Last synced: 7 days ago - Pushed: about 1 year ago - Stars: 34 - Forks: 13

ashioyajotham/Daily-ML

Machine Learning Algorithms

Language: Python - Size: 597 MB - Last synced: 17 days ago - Pushed: 17 days ago - Stars: 2 - Forks: 0

shwetapardhi/Assignment-05-Multiple-Linear-Regression-1

Multiple-Linear-Regression-1. Consider only the below columns and prepare a prediction model for predicting Price of Toyota Corolla.p

Language: Jupyter Notebook - Size: 2.31 MB - Last synced: 22 days ago - Pushed: 22 days ago - Stars: 0 - Forks: 0

AsciiShell/hse_linear_regression

Linear and nonlinear regression in python

Language: Python - Size: 548 KB - Last synced: 28 days ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 0

b-knight/olspow

Python package for conducting power analysis for experiments using regression and/or clustered data.

Language: Python - Size: 137 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

vlada-pv/EDA-Regression-MarketingData

Engineering a regression model to predict clients' annual income, evaluating feature distributions, testing hypotheses, and assessing the model using the OLS method.

Language: Jupyter Notebook - Size: 3.96 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

gaspare-mattarella/Marshall_and_Labor_Demand_in_Russia_Data_Analysis

Inference of the Russian labour demand function for the years 1996 and 1997 estimating and testing hypothesis on OLS, Instrumental Variables, FE, RE and Pooled Panel Data Models assessing how to better build a model for our data.

Language: R - Size: 660 KB - Last synced: 2 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

ISA-tools/OntoMaton

OntoMaton facilitates ontology search and tagging functionalities within Google Spreadsheets.

Language: JavaScript - Size: 6.07 MB - Last synced: about 1 month ago - Pushed: 5 months ago - Stars: 39 - Forks: 9

eakgun/ISO_OLS_RBF

Generalized Improved Second Order RBF Neural Network with Center Selection using OLS

Language: MATLAB - Size: 2.09 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 0

NumericalMax/Linear-Regression

Implementation of Linear Regression (OLS)

Language: C++ - Size: 128 KB - Last synced: about 1 month ago - Pushed: over 5 years ago - Stars: 3 - Forks: 0

monika-kaczan/machine-learning-ii

Project for the Machine Learning II 2022/23 class at the Faculty of Economic Sciences, University of Warsaw. I was responsible for the housing price prediction task for which I build OLS, random forests, XGBoost and neural networks regression models.

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meiniKi/logIP

Logic Analyzer IP Core

Language: SystemVerilog - Size: 306 KB - Last synced: 4 months ago - Pushed: almost 2 years ago - Stars: 3 - Forks: 0

oleyva93/me-cv Fork of BartoszJarocki/cv

Print-friendly, minimalist CV page

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sergiocorreia/reghdfe

Linear, IV and GMM Regressions With Any Number of Fixed Effects

Language: Stata - Size: 13.1 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 202 - Forks: 56

mhwahla/GWR

GWR provides a local model of the variable or process you are trying to understand or predict by fitting a regression equation to every point in the DataFrame.

Size: 1.19 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

nekcht/ml-classic-scratch

Ordinary Least Squares, Ridge Regression, Expectation Maximization, Full Bayesian Inference, Bayes Classifiers, kNN, and MLP core algorithms from scratch. Some auxiliary functions are also used.

Language: Jupyter Notebook - Size: 1.56 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

sls-mdr/fbc-linear-regression

You can find a fictive business case for a linear regression

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YannickKae/Efficient-Tests-of-Stock-Return-Predictability

This R code implements the Bonferroni Q test from Yogo and Campbell's (2006) paper "Efficient Tests of Stock Return Predictability."

Size: 599 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

gabriel-fonseca-repo/iasi

Modelos de IA praticados/implementados nas disciplinas de IA e Sistemas Inteligentes.

Language: Python - Size: 84.5 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

MBKraus/Predicting_real_estate_prices_using_scikit-learn

Predicting Amsterdam house / real estate prices using Ordinary Least Squares-, XGBoost-, KNN-, Lasso-, Ridge-, Polynomial-, Random Forest-, and Neural Network MLP Regression (via scikit-learn)

Language: Python - Size: 870 KB - Last synced: 7 months ago - Pushed: about 5 years ago - Stars: 142 - Forks: 51

AbdirayimovS/Multiple_Regression_project

Apex team`s multiple regression project. It contains: What is Multiple Regression? Advantages and disadvantages of multiple regression, least square method and real implementation.

Language: Jupyter Notebook - Size: 837 KB - Last synced: 7 days ago - Pushed: 4 months ago - Stars: 4 - Forks: 0

yanhe8/prescription-drug-price-project

Applied Econometrics Project, Analysis conducted with R

Language: R - Size: 1.81 MB - Last synced: 7 months ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

mmarouen/linear-Models-Regression

R packages which implements most known linear regression model: pls, OLS, ridge, lasso, LAR, principal components regression...

Language: R - Size: 37.1 KB - Last synced: 7 months ago - Pushed: over 6 years ago - Stars: 1 - Forks: 1

ashishyadav24092000/Multicollinearity-in-Regression

Showing how to identify multicollinearity in a regression problem using the OLS(Ordiniary Least Square Method) and correlation chart adn finaly eradicating it.

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yhujhin/Property-Investment-Decision

This project is a hands-on exploration of multiple regression modeling techniques applied to real-world challenges in the context of real estate. It aims to understand how different features influence house or property prices. By utilizing multiple regression models, the project provides insights, decision support, and enhances data science skills.

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NullPounce/K12-Education-Focus-Scripts

This page will host scripts used to increase students productivity in remote learning education. Primarily aimed at k-5.

Size: 1.3 MB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 4 - Forks: 1

RyanAlbertson/Ordinary_Least_Squares_Regression

An OLS model that predicts golf scoring average improvement using PGA tour data.

Language: Jupyter Notebook - Size: 1.99 MB - Last synced: 8 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

Geo-Linux-Calculations/geodesy-msexcel-ols

MS Excel OLS spreadsheets for geodesy

Language: Common Lisp - Size: 701 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 1 - Forks: 2

Geo-Linux-Calculations/geodesy-gnumeric-ols

Geodesy gnumeric OLS spreadsheets

Size: 670 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

guhjy/olsrr Fork of topepo/olsrr

Tools for developing OLS regression models

Language: R - Size: 8.75 MB - Last synced: 10 months ago - Pushed: over 5 years ago - Stars: 1 - Forks: 0

pachadotdev/cpp11dummyols 📦

Obtain the OLS estimator with a naive computation

Language: C++ - Size: 26.4 KB - Last synced: 26 days ago - Pushed: 11 months ago - Stars: 0 - Forks: 1

robertovacante/inside-OLS

This repository provides a simulation of Ordinary Least-Squares in Mata.

Language: Stata - Size: 8.79 KB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 1 - Forks: 0

KevinDepedri/AI-for-Finance

Stock market prediction on 5 italian companies using VAR model, OLS regressions and LSTM recurrent neural networks over data retrieved from Refinitiv Eikon

Language: Jupyter Notebook - Size: 5.67 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 1 - Forks: 0

vaitybharati/Assignment-05-Multiple-Linear-Regression-1

Multiple-Linear-Regression-1. Consider only the below columns and prepare a prediction model for predicting Price of Toyota Corolla.

Language: Jupyter Notebook - Size: 2.32 MB - Last synced: 7 months ago - Pushed: almost 3 years ago - Stars: 3 - Forks: 2

JRigh/OLS-Linear-Regression-in-R

OLS results and Linear Regression in R

Language: R - Size: 260 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

Sonaxy/Delivery-Service-ETA-Prediction Fork of Daniel-Carpenter/Delivery-Service-ETA-Prediction 📦

Predicting Time of Arrival for Food Delivery Service

Size: 69 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

TatevKaren/econometric-algorithms

Popular Econometrics content with code; Simple Linear Regression, Multiple Linear Regression, OLS, Event Study including Time Series Analysis, Fixed Effects and Random Effects Regressions for Panel Data, Heckman_2_Step for selection bias, Hausman Wu test for Endogeneity in Python, R, and STATA.

Language: Stata - Size: 977 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 25 - Forks: 10

LeBronLiHD/disease_diagnosis_model

Course project of Medical Artificial Intelligence, for kidney & heart disease disgnosis

Language: Python - Size: 45.5 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 0 - Forks: 1

indigits/sparse-plex

A MATLAB library for sparse representation problems

Language: MATLAB - Size: 9.32 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 69 - Forks: 40

archowdhury/Comparing-the-different-types-of-Regression

Comparing the different types of Regression

Language: R - Size: 1.95 KB - Last synced: 11 months ago - Pushed: over 6 years ago - Stars: 1 - Forks: 0

dilettagoglia/AI4MIG

🕊️Use of non-traditional data sources to nowcast migration trends through Artificial Intelligence technologies (academic research project).

Size: 4.18 MB - Last synced: 11 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

pvh95/ols_bootstrap

OLS Bootstrap on Cross-Sectional Data

Language: Jupyter Notebook - Size: 6.38 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 3 - Forks: 0

calosor/ols_regression

OLS regression with possibility of controlling for fixed effects and robust standard errors

Language: Python - Size: 8.79 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

Jiwon-lee-me/WBS_Template_Duration_Analysis

LGES-WBS-Template-Duration-Analysis

Language: Jupyter Notebook - Size: 32.2 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

SukanyaPa/Assignment-05.-Multiple-Linear-Regression-Q1

Used libraries and functions as follows:

Language: Jupyter Notebook - Size: 1.2 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

arka816/tv-slr

Implementation of time-varying SLR using OLS estimates

Language: Python - Size: 7.81 KB - Last synced: 19 days ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

wangwei2009/beamforming

Language: MATLAB - Size: 556 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 11 - Forks: 3

thanhqtran/chile-inflationtarget-ols

OLS for an Inflation-Targeting Policy Analysis (Chile)

Language: R - Size: 1.07 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

ranieri-unimi/us-vote-bastianin-2022

modelling and forecasting of US elections

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tcvduc/hospital-management

Data security course

Language: CSS - Size: 6.84 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

richardbenstead/Statistics

Just a place to play around with stats

Language: Jupyter Notebook - Size: 4.88 KB - Last synced: 11 months ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

CianStryker/Predicting_Conflict_Project

This project was conducted for "API 222: Machine Learning and Data Analytics", taught at the Harvard Kennedy School. We created a novel dataset and explored how machine learning can predict the onset of civil conflict.

Language: R - Size: 30.6 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

ranjiGT/exponent-calculator

A basic exponent calculator for visualizing the best fit line in OLS with a higher degree polynomial.

Language: R - Size: 88.9 KB - Last synced: over 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

julzerinos/r-structural-breaks-with-ml

Detecting structural breaks in time series data using statistical analysis and regression models in R.

Language: R - Size: 12.6 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 1 - Forks: 1

cordero-c-perez/Stats

A repository created to explore and understand Statistics through coding.

Language: R - Size: 1.73 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

simongalasso/ft_linear_regression

A linear regression implementation

Language: Rust - Size: 827 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

NathanKolbow/Regression

Python code meant to imitate the behavior and output of the R programming language's lm function.

Language: Python - Size: 32.2 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

Lokeshrathi/Interpreting_OLS_Summary_LR

OLS Interpretition

Language: Jupyter Notebook - Size: 126 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

desininja/understanding-the-viewers

This case study is for the analysis of viewers of a particular show, so that more viewers can be indulged in the show.

Language: Jupyter Notebook - Size: 226 KB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

dgwozdz/OLS

Set of functions to semi-automatically build and test Ordinary Least Squares (OLS) models in R in parallel.

Language: R - Size: 445 KB - Last synced: about 1 year ago - Pushed: almost 6 years ago - Stars: 7 - Forks: 0

jpcenteno/flight-delay-estimation

✈️ Flight delay EDA & estimation on a 12GB dataset using a custom C++ OLS estimator.

Language: Jupyter Notebook - Size: 10.1 MB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

Yao-Shao/Maching-Learning-only-with-Numpy

Implementation of Machine learning algorithms only using numpy.

Language: Python - Size: 605 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

kokkytos/rworkshop

Raster και Raster Stack στην R (workshop FOSSCOMM 2019, Λαμία)

Language: HTML - Size: 26.4 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 0 - Forks: 1

Suisse00/CSV2OLS

Convert a CSV (decimal) to an OLS file format

Language: C# - Size: 11.7 KB - Last synced: about 1 year ago - Pushed: over 8 years ago - Stars: 0 - Forks: 0

cookchr2/1881_heatstroke_deaths

Analysis of heatstroke Deaths in 1881, using modern statistics

Language: Stata - Size: 1.46 MB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 0 - Forks: 0

honglioslo/FYS-STK4155_P1

Language: Jupyter Notebook - Size: 1.33 MB - Last synced: 3 months ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

jungi21cc/taxi

Kaggle : New York City Taxi Trip Duration

Language: Jupyter Notebook - Size: 156 MB - Last synced: about 1 month ago - Pushed: about 6 years ago - Stars: 1 - Forks: 2

bfine9618/PredictingInterestLevel

Penn ESE 305 Final Project using Machine Learning Techniques

Language: Jupyter Notebook - Size: 138 MB - Last synced: about 1 year ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0